K2E: Building MLOps Environments for Governing Data and Models Catalogues while Tracking Versions.
Gorka ZárateRaúl MiñónJosu Díaz-de-ArcayaAna I. Torre-BastidaPublished in: ICSA Companion (2022)
Keyphrases
- database
- data sets
- historical data
- prior knowledge
- training data
- high quality
- missing data
- accurate models
- data processing
- raw data
- experimental data
- data analysis
- small number
- original data
- subject specific
- data mining techniques
- controlled environment
- knowledge discovery
- end users
- data structure
- databases
- predictive model
- multiple versions
- low cost sensors
- statistical models
- sensor data
- synthetic data
- data collection
- image data
- real world
- real time